Effective and scalable legal judgment recommendation using pre-learned word embedding
Legal professionals strongly demand an automatic and convenient legal document
recommendation system (LDRS) to identify similar judgments for preparing the …
recommendation system (LDRS) to identify similar judgments for preparing the …
Legal document recommendation system: a dictionary based approach
Purpose In the Indian judicial system, the court considers interpretations of similar previous
judgments for the present case. An essential requirement of legal practitioners is to …
judgments for the present case. An essential requirement of legal practitioners is to …
A survey on legal judgment prediction: Datasets, metrics, models and challenges
J Cui, X Shen, S Wen - IEEE Access, 2023 - ieeexplore.ieee.org
Legal judgment prediction (LJP) applies Natural Language Processing (NLP) techniques to
predict judgment results based on fact descriptions automatically. The present work …
predict judgment results based on fact descriptions automatically. The present work …
An Approach Based on Cross-Attention Mechanism and Label-Enhancement Algorithm for Legal Judgment Prediction
J Chen, X Zhang, X Zhou, Y Han, Q Zhou - Mathematics, 2023 - mdpi.com
Legal Judgment Prediction aims to automatically predict judgment outcomes based on
descriptions of legal cases and established law articles, and has received increasing …
descriptions of legal cases and established law articles, and has received increasing …
Legal judgment elements extraction approach with law article-aware mechanism
H Zhang, B Pan, R Li - Transactions on Asian and Low-Resource …, 2021 - dl.acm.org
Legal judgment elements extraction (LJEE) aims to identify the different judgment features
from the fact description in legal documents automatically, which helps to improve the …
from the fact description in legal documents automatically, which helps to improve the …
Neurjudge: A circumstance-aware neural framework for legal judgment prediction
Legal Judgment Prediction is a fundamental task in legal intelligence of the civil law system,
which aims to automatically predict the judgment results of multiple subtasks, such as …
which aims to automatically predict the judgment results of multiple subtasks, such as …
Contrastive learning for legal judgment prediction
Legal judgment prediction (LJP) is a fundamental task of legal artificial intelligence. It aims to
automatically predict the judgment results of legal cases. Three typical subtasks are relevant …
automatically predict the judgment results of legal cases. Three typical subtasks are relevant …
Mann: A multichannel attentive neural network for legal judgment prediction
S Li, H Zhang, L Ye, X Guo, B Fang - IEEE Access, 2019 - ieeexplore.ieee.org
Recent years have witnessed an opportunity to improve trial efficiency and quality by
predictive analysis of massive judgment documents. A practical legal judgment prediction …
predictive analysis of massive judgment documents. A practical legal judgment prediction …
Retrieval of semantically similar Philippine supreme court case decisions using Doc2Vec
Drafting a case decision is an intensive task for lower court judges which may be a factor in
the case backlogs problem of the Philippine judiciary. The search for similar Philippine …
the case backlogs problem of the Philippine judiciary. The search for similar Philippine …
Precedent-enhanced legal judgment prediction with llm and domain-model collaboration
Legal Judgment Prediction (LJP) has become an increasingly crucial task in Legal AI, ie,
predicting the judgment of the case in terms of case fact description. Precedents are the …
predicting the judgment of the case in terms of case fact description. Precedents are the …